Keresés
1 találatból megjelenítve: 31-34
Cím: Challenges and Open Problems of Legal Document Anonymization
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Dátum: 2021
Feltöltve: 2023-04-05
(2021)
Data sharing is a central aspect of judicial systems. The openly accessible documents can make the judiciary system more transparent. On the other hand, the published legal documents can contain much sensitive information ...
Cím: Evaluating human versus machine learning performance in a legaltech problem
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Dátum: 2022
Feltöltve: 2022-04-11
(MDPI, 2022)
Many machine learning-based document processing applications have been published in recent years. Applying these methodologies can reduce the cost of labor-intensive tasks and induce changes in the company’s structure. The ...
Cím: Building a Production-Ready Multi-Label Classifier for Legal Documents with Digital-Twin-Distiller
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Dátum: 2022
Feltöltve: 2022-04-11
(MDPI, 2022)
One of the most time-consuming parts of an attorney’s job is finding similar legal cases. Categorization of legal documents by their subject matter can significantly increase the discoverability of digitalized court ...
Cím: Can Triplet Loss Be Used for Multi-Label Few-Shot Classification? A Case Study
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Dátum: 2023
Feltöltve: 2024-02-19
(2023)
Few-shot learning is a deep learning subfield that is the focus of research nowadays. This paper addresses the research question of whether a triplet-trained Siamese network, initially designed for multi-class classification, ...